basemodeltype basemodelfile newmodelfile lr fit_type epoch orig_metric retrain_metric orig_most_confused fig_base_toplosses fig_base_confmat fig_train_confmat fig_orig_lrfind last_train_loss last_val_loss last_val_metric fig_train_lr fig_train_losses fig_train_metrics
0 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr3e-05 0.00003 onecycle 10 0.534506 0.533491 [(Bengal, Egyptian_Mau, 55), (Egyptian_Mau, Bengal, 45), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.441461 2.415468 0.533491
1 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr5e-05 0.00005 onecycle 10 0.534506 0.526049 [(Bengal, Egyptian_Mau, 55), (Egyptian_Mau, Bengal, 45), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.355193 2.369901 0.526049
2 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0001 0.00010 onecycle 10 0.534506 0.520298 [(Bengal, Egyptian_Mau, 55), (Egyptian_Mau, Bengal, 45), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.259843 2.321321 0.520298
3 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0003 0.00030 onecycle 10 0.534506 0.508796 [(Bengal, Egyptian_Mau, 55), (Egyptian_Mau, Bengal, 45), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.183556 2.281548 0.508796
4 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0005 0.00050 onecycle 10 0.534506 0.515562 [(Bengal, Egyptian_Mau, 55), (Egyptian_Mau, Bengal, 45), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.169380 2.254678 0.515562
5 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr3e-05 0.00003 onecycle 20 0.534506 0.527740 [(Bengal, Egyptian_Mau, 55), (Egyptian_Mau, Bengal, 45), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.325356 2.365700 0.527740
6 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr5e-05 0.00005 onecycle 20 0.534506 0.521651 [(Bengal, Egyptian_Mau, 55), (Egyptian_Mau, Bengal, 45), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.254192 2.345373 0.521651
7 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0001 0.00010 onecycle 20 0.534506 0.512855 [(Bengal, Egyptian_Mau, 55), (Egyptian_Mau, Bengal, 45), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.196472 2.263591 0.512855
8 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0003 0.00030 onecycle 20 0.534506 0.507104 [(Bengal, Egyptian_Mau, 55), (Egyptian_Mau, Bengal, 45), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.145808 2.227781 0.507104
9 owncnn basetrain-owncnn-lr3e3-ep100-fitfc05 basetrain-owncnn-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0005 0.00050 onecycle 20 0.534506 0.501353 [(Bengal, Egyptian_Mau, 55), (Egyptian_Mau, Bengal, 45), (Russian_Blue, British_Shorthair, 18), (British_Shorthair, Russian_Blue, 14), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (basset_hound, beagle, 12), (Persian, Maine_Coon, 11), (beagle, basset_hound, 11), (samoyed, great_pyrenees, 11), (Birman, Ragdoll, 10), (Siamese, Birman, 10), (great_pyrenees, american_bulldog, 10)] 0.127606 2.218936 0.501353